{"id":36194,"date":"2025-01-07T10:00:11","date_gmt":"2025-01-07T02:00:11","guid":{"rendered":"https:\/\/17aitech.com\/?p=36194"},"modified":"2025-01-07T10:00:11","modified_gmt":"2025-01-07T02:00:11","slug":"%e8%a7%86%e9%a2%91%e7%94%9f%e6%88%90%e6%a8%a1%e5%9e%8b%e5%8f%98%e8%ba%ab%e6%99%ba%e8%83%bd%e4%bd%93%ef%bc%9a%e6%96%af%e5%9d%a6%e7%a6%8fpercy-liang%e7%ad%89%e6%8f%90%e5%87%bavideoagent%ef%bc%8c","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=36194","title":{"rendered":"\u89c6\u9891\u751f\u6210\u6a21\u578b\u53d8\u8eab\u667a\u80fd\u4f53\uff1a\u65af\u5766\u798fPercy Liang\u7b49\u63d0\u51faVideoAgent\uff0c\u7adf\u80fd\u81ea\u6211\u4f18\u5316"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-10-20-2\" target=\"_blank\">\u89c6\u9891\u751f\u6210\u6a21\u578b\u53d8\u8eab\u667a\u80fd\u4f53\uff1a\u65af\u5766\u798fPercy Liang\u7b49\u63d0\u51faVideoAgent\uff0c\u7adf\u80fd\u81ea\u6211\u4f18\u5316<\/a><\/p>\n<p>\u73b0\u5728\u6b63\u662f\u300c\u6587\u672c\u751f\u89c6\u9891\u300d\u8d5b\u9053\u767e\u82b1\u9f50\u653e\u7684\u65f6\u4ee3\uff0c\u800c\u4e14\u5176\u5e94\u7528\u573a\u666f\u975e\u5e38\u591a\uff0c\u6bd4\u5982\u751f\u6210\u521b\u610f\u89c6\u9891\u5185\u5bb9\u3001\u521b\u5efa\u6e38\u620f\u573a\u666f\u3001\u5236\u4f5c\u52a8\u753b\u548c\u7535\u5f71\u3002\u751a\u81f3\u6709\u7814\u7a76\u8868\u660e\u8fd8\u80fd\u5c06\u89c6\u9891\u751f\u6210\u7528\u4f5c\u771f\u5b9e\u4e16\u754c\u7684\u6a21\u62df\u5668\uff0c\u6bd4\u5982 OpenAI \u4eca\u5e74\u521d\u5c31\u53d1\u5e03\u8fc7\u4e00\u4efd\u5c06\u89c6\u9891\u751f\u6210\u6a21\u578b\u4f5c\u4e3a\u4e16\u754c\u6a21\u62df\u5668\u7684\u6280\u672f\u62a5\u544a\uff0c\u53c2\u9605\u673a\u5668\u4e4b\u5fc3\u62a5\u9053\u300a<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650907705&amp;idx=1&amp;sn=891b1358772a10d562b1924e798161f8&amp;chksm=84e46047b393e95132f267da869de3d31fa6cc5ab01be639533494b7afc57c7e4dcc43807b35&amp;scene=21#wechat_redirect\" target=\"_blank\">\u6211\u5728\u6a21\u62df\u4e16\u754c\uff01OpenAI \u521a\u521a\u516c\u5e03 Sora \u6280\u672f\u7ec6\u8282\uff1a\u662f\u6570\u636e\u9a71\u52a8\u7269\u7406\u5f15\u64ce<\/a>\u300b\u3002<\/p>\n<section>\u6587\u672c\u751f\u89c6\u9891\u6a21\u578b\u7684\u8fd9\u4e9b\u8fd1\u671f\u5e94\u7528\u65e2\u6709\u671b\u5b9e\u73b0\u4e92\u8054\u7f51\u89c4\u6a21\u7ea7\u522b\u7684\u77e5\u8bc6\u8fc1\u79fb\uff08\u6bd4\u5982\u4ece\u751f\u6210\u4eba\u7c7b\u89c6\u9891\u5230\u751f\u6210\u673a\u5668\u4eba\u89c6\u9891\uff09\uff0c\u4e5f\u6709\u671b\u6253\u901a\u5b9e\u73b0\u901a\u7528\u667a\u80fd\u4f53\u7684\u9053\u8def\uff08\u6bd4\u5982\u7528\u5355\u4e2a\u7b56\u7565\u63a7\u5236\u4e0d\u540c\u73af\u5883\u4e2d\u4e0d\u540c\u5f62\u6001\u7684\u673a\u5668\u4eba\u6765\u6267\u884c\u591a\u79cd\u591a\u6837\u7684\u4efb\u52a1\uff09\u3002<\/section>\n<section><\/section>\n<section>\u7136\u800c\uff0c\u73b0\u5b9e\u60c5\u51b5\u662f\uff0c\u6587\u672c\u751f\u89c6\u9891\u6a21\u578b\u7684\u4e0b\u6e38\u5e94\u7528\u8fd8\u5f88\u6709\u9650\uff0c\u539f\u56e0\u5305\u62ec\u5e7b\u89c9\u95ee\u9898\u4ee5\u53ca\u751f\u6210\u7684\u89c6\u9891\u5185\u5bb9\u4e0d\u7b26\u5408\u73b0\u5b9e\u7269\u7406\u673a\u5236\u7b49\u3002<\/section>\n<section><\/section>\n<section>\u867d\u7136\u7406\u8bba\u4e0a\u53ef\u4ee5\u901a\u8fc7\u6269\u5927\u6570\u636e\u96c6\u548c\u6a21\u578b\u5927\u5c0f\u6765\u6709\u6548\u51cf\u8f7b\u8fd9\u4e9b\u95ee\u9898\uff0c\u4f46\u5bf9\u89c6\u9891\u751f\u6210\u6a21\u578b\u6765\u8bf4\uff0c\u8fd9\u4f1a\u5f88\u56f0\u96be\u3002<\/section>\n<section><\/section>\n<section>\u90e8\u5206\u539f\u56e0\u662f\u6807\u6ce8\u548c\u6574\u7406\u89c6\u9891\u7684\u4eba\u529b\u6210\u672c\u5f88\u9ad8\u3002\u53e6\u5916\uff0c\u89c6\u9891\u751f\u6210\u65b9\u9762\u8fd8\u6ca1\u6709\u4e00\u4e2a\u975e\u5e38\u9002\u5408\u5927\u89c4\u6a21\u6269\u5c55\u7684\u67b6\u6784\u3002<\/section>\n<section><\/section>\n<section>\u9664\u4e86\u6269\u5927\u89c4\u6a21\uff0cLLM \u9886\u57df\u7684\u53e6\u4e00\u4e2a\u91cd\u8981\u7a81\u7834\u662f\u80fd\u6574\u5408\u5916\u90e8\u53cd\u9988\u6765\u63d0\u5347\u751f\u6210\u8d28\u91cf\u3002\u90a3\u6587\u672c\u751f\u89c6\u9891\u6a21\u578b\u4e5f\u80fd\u53d7\u76ca\u4e8e\u8fd9\u4e00\u601d\u8def\u5417\uff1f<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u89e3\u7b54\u8fd9\u4e00\u95ee\u9898\uff0c\u4e00\u4e2a\u591a\u6240\u673a\u6784\u7684\u7814\u7a76\u56e2\u961f\u63a2\u7d22\u4e86\u89c6\u9891\u751f\u6210\u6a21\u578b\u80fd\u81ea\u7136\u83b7\u5f97\u7684\u4e24\u79cd\u53cd\u9988\u7c7b\u578b\uff0c\u5373\u6765\u81ea\u89c6\u89c9 &#8211; \u8bed\u8a00\u6a21\u578b\uff08VLM\uff09\u7684\u00a0<strong>AI \u53cd\u9988<\/strong>\u548c\u5c06\u751f\u6210\u7684\u89c6\u9891\u8f6c\u6362\u6210\u8fd0\u52a8\u63a7\u5236\u65f6\u5f97\u5230\u7684<strong>\u771f\u5b9e\u4e16\u754c\u6267\u884c\u53cd\u9988<\/strong>\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u5229\u7528\u8fd9\u4e9b\u53cd\u9988\u6765\u5b9e\u73b0\u89c6\u9891\u751f\u6210\u6a21\u578b\u7684\u81ea\u6211\u63d0\u5347\uff0c\u8be5\u56e2\u961f\u63d0\u51fa\u4e86 VideoAgent\uff0c\u5373\u89c6\u9891\u667a\u80fd\u4f53\u3002\u8be5\u7814\u7a76\u6709\u4e09\u4f4d\u5171\u4e00\u4f5c\u8005\uff1aAchint Soni\u3001Sreyas Venkataraman \u548c Abhranil Chandra\u3002\u5176\u4ed6\u53c2\u4e0e\u8005\u5305\u62ec\u6ed1\u94c1\u5362\u5927\u5b66 Sebastian Fischmeister \u6559\u6388\u3001\u65af\u5766\u798f\u5927\u5b66\u57fa\u7840\u6a21\u578b\u7814\u7a76\u4e2d\u5fc3\uff08CRFM\uff09\u4e3b\u4efb Percy Liang \u4ee5\u53ca DeepMind \u7684 Bo Dai \u548c Sherry Yang\uff08\u6768\u68a6\u5a07\uff09\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-4580430e609db4096c3ed02913ebc4dd.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-4580430e609db4096c3ed02913ebc4dd.png\"><\/a><\/section>\n<ul>\n<li>\n<section>\u8bba\u6587\u6807\u9898\uff1aVideoAgent: Self-Improving Video Generation<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2410.10076<\/section>\n<\/li>\n<li>\n<section>\u4ee3\u7801\u5730\u5740\uff1ahttps:\/\/github.com\/Video-as-Agent\/VideoAgent<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u4e0d\u540c\u4e8e\u5c06\u751f\u6210\u7684\u89c6\u9891\u76f4\u63a5\u8f6c\u6362\u6210\u8fd0\u52a8\u63a7\u5236\u7684\u7b56\u7565\uff0cVideoAgent \u7684\u8bad\u7ec3\u76ee\u6807\u662f\u4f7f\u7528\u6765\u81ea\u9884\u8bad\u7ec3 VLM \u7684\u53cd\u9988\u6765\u8fed\u4ee3\u5f0f\u5730\u4f18\u5316\u751f\u6210\u7684\u89c6\u9891\u89c4\u5212\u3002<\/section>\n<section><\/section>\n<section>\u5728\u63a8\u7406\u9636\u6bb5\uff0cVideoAgent \u4f1a\u67e5\u8be2 VLM \u4ee5\u9009\u62e9\u6700\u4f73\u7684\u6539\u8fdb\u7248\u89c6\u9891\u89c4\u5212\uff0c\u7136\u540e\u5728\u73af\u5883\u4e2d\u6267\u884c\u8be5\u89c4\u5212\u3002<\/section>\n<section><\/section>\n<section>\u5728\u5728\u7ebf\u6267\u884c\u8fc7\u7a0b\u4e2d\uff0cVideoAgent \u4f1a\u89c2\u5bdf\u4efb\u52a1\u662f\u5426\u5df2\u6210\u529f\u5b8c\u6210\uff0c\u5e76\u6839\u636e\u6765\u81ea\u73af\u5883\u7684\u6267\u884c\u53cd\u9988\u548c\u4ece\u73af\u5883\u6536\u96c6\u7684\u5176\u5b83\u6570\u636e\u8fdb\u4e00\u6b65\u6539\u8fdb\u89c6\u9891\u751f\u6210\u6a21\u578b\u3002<\/section>\n<section><\/section>\n<section>\u751f\u6210\u7684\u89c6\u9891\u89c4\u5212\u83b7\u5f97\u4e86\u4e24\u65b9\u9762\u7684\u6539\u8fdb\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u8be5\u56e2\u961f\u53d7\u4e00\u81f4\u6027\u6a21\u578b\u7684\u542f\u53d1\uff0c\u63d0\u51fa\u4e86\u7528\u4e8e\u89c6\u9891\u6269\u6563\u6a21\u578b\u7684\u81ea\u6211\u8c03\u8282\u4e00\u81f4\u6027\uff08self-conditioning consistency\uff09\uff0c\u5176\u53ef\u5c06\u6765\u81ea\u89c6\u9891\u6269\u6563\u6a21\u578b\u7684\u4f4e\u8d28\u91cf\u6837\u672c\u8fdb\u4e00\u6b65\u4f18\u5316\u6210\u9ad8\u8d28\u91cf\u6837\u672c\u3002<\/section>\n<\/li>\n<li>\n<section>\u5f53\u53ef\u5728\u7ebf\u8bbf\u95ee\u73af\u5883\u65f6\uff0cVideoAgent \u4f1a\u6267\u884c\u5f53\u524d\u89c6\u9891\u7b56\u7565\u5e76\u6536\u96c6\u5176\u5b83\u6210\u529f\u8f68\u8ff9\uff0c\u4ee5\u8fdb\u4e00\u6b65\u5728\u6210\u529f\u8f68\u8ff9\u4e0a\u5fae\u8c03\u89c6\u9891\u751f\u6210\u6a21\u578b\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u56fe 1 \u662f VideoAgent \u7684\u76f4\u89c2\u56fe\u793a\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-7084884d66654127a0c522d88929247b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-7084884d66654127a0c522d88929247b.png\"><\/a><\/section>\n<section><strong>\u901a\u8fc7\u81ea\u6211\u8c03\u8282\u4e00\u81f4\u6027\u5b9e\u73b0\u89c6\u9891\u4f18\u5316<\/strong><\/section>\n<section><\/section>\n<section>\u4ed6\u4eec\u9996\u5148\u8003\u8651\u7684\u662f\u57fa\u4e8e\u7b2c\u4e00\u5e27\u548c\u8bed\u8a00\u7684\u89c6\u9891\u751f\u6210\uff0c\u5373\u6839\u636e\u8bed\u8a00\u63cf\u8ff0\u627e\u5230\u4ece\u521d\u59cb\u56fe\u50cf\u5f00\u59cb\u7684\u4e00\u4e2a\u56fe\u50cf\u5e27\u5e8f\u5217\u3002\u901a\u5e38\u6765\u8bf4\uff0c\u5f53\u67d0\u4e2a\u6837\u672c\u6765\u81ea\u4e00\u4e2a\u89c6\u9891\u751f\u6210\u6a21\u578b\u65f6\uff0c\u5176\u4e2d\u4e00\u90e8\u5206\u66f4\u771f\u5b9e\uff08\u5f00\u59cb\u90e8\u5206\uff09\uff0c\u53e6\u4e00\u90e8\u5206\u5219\u5145\u6ee1\u5e7b\u89c9\uff08\u7ed3\u5c3e\u90e8\u5206\uff09\u3002<\/section>\n<section><\/section>\n<section>\u4e5f\u5c31\u662f\u8bf4\uff0c\u867d\u7136\u751f\u6210\u7684\u89c6\u9891\u89c4\u5212\u53ef\u80fd\u65e0\u6cd5\u5b8c\u5168\u5b8c\u6210\u6307\u5b9a\u7684\u4efb\u52a1\uff0c\u4f46\u5b83\u80fd\u63d0\u4f9b\u6709\u610f\u4e49\u7684\u4fe1\u606f\uff0c\u4ee5\u5e2e\u52a9\u8fdb\u4e00\u6b65\u6539\u8fdb\u4ee5\u5b9e\u73b0\u6b63\u786e\u7684\u89c4\u5212\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u5229\u7528\u8fd9\u6837\u7684\u90e8\u5206\u8fdb\u5c55\uff0c\u8be5\u56e2\u961f\u4f7f\u7528\u4e86\u4e00\u4e2a\u89c6\u9891\u4e00\u81f4\u6027\u6a21\u578b\uff0c\u5373\u57fa\u4e8e\u4e4b\u524d\u7684\u81ea\u6211\u751f\u6210\u7684\u6837\u672c\u4e3a ground truth \u89c6\u9891\u6267\u884c\u6269\u6563\uff0c\u8fd9\u6837\u6a21\u578b\u5c31\u53ef\u4ee5\u5b66\u4f1a\u4fdd\u7559\u89c6\u9891\u7684\u771f\u5b9e\u90e8\u5206\uff0c\u540c\u65f6\u4f18\u5316\u5176\u4e2d\u7684\u5e7b\u89c9\u90e8\u5206\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-94f7653dcec7d61c825ff3707f7447d4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-94f7653dcec7d61c825ff3707f7447d4.png\"><\/a><\/section>\n<section>\u6b64\u5916\uff0c\u9664\u4e86\u57fa\u4e8e\u4e4b\u524d\u751f\u6210\u7684\u6837\u672c\u6765\u4f18\u5316\u89c6\u9891\uff0c\u8be5\u56e2\u961f\u8fd8\u7eb3\u5165\u4e86\u53cd\u9988\uff0c\u5305\u62ec\u6765\u81ea\u4eba\u7c7b\u7684\u53cd\u9988\u548c\u6765\u81ea VLM \u7684\u53cd\u9988\u3002\u8fd9\u88ab\u79f0\u4e3a<strong>\u53cd\u9988\u5f15\u5bfc\u7684\u81ea\u6211\u8c03\u8282\u4e00\u81f4\u6027<\/strong>\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u91cc\u6211\u4eec\u4ec5\u63cf\u8ff0\u4e86\u5176\u5927\u6982\u65b9\u6cd5\uff0c\u8be6\u7ec6\u8fc7\u7a0b\u548c\u5f62\u5f0f\u5316\u63cf\u8ff0\u8bf7\u53c2\u9605\u539f\u8bba\u6587\u3002<\/section>\n<section><\/section>\n<section><strong>\u901a\u8fc7 VLM \u5f15\u5bfc\u7684\u89c6\u9891\u751f\u6210\u5b9e\u73b0\u63a8\u7406<\/strong><\/section>\n<section><\/section>\n<section>\u5728\u8bad\u7ec3\u4e86\u89c6\u9891\u751f\u6210\u6a21\u578b\u548c\u89c6\u9891\u4f18\u5316\u6a21\u578b\u4e4b\u540e\uff0c\u53ef\u91c7\u6837\u89c6\u9891\u751f\u6210\u6a21\u578b\u7136\u540e\u8fed\u4ee3\u5f0f\u5730\u4f7f\u7528\u4f18\u5316\u6a21\u578b\u6765\u5b9e\u73b0\u89c6\u9891\u4f18\u5316\u3002<\/section>\n<section><\/section>\n<section>\u5177\u4f53\u6765\u8bf4\uff0cVideoAgent \u9996\u5148\u4f1a\u57fa\u4e8e\u7b2c\u4e00\u5e27\u548c\u8bed\u8a00\u7684\u89c6\u9891\u751f\u6210\u6765\u300c\u731c\u6d4b\u300d\u89c6\u9891\u89c4\u5212\u3002<\/section>\n<section><\/section>\n<section>\u63a5\u4e0b\u6765\uff0c\u8fed\u4ee3\u5730\u4f7f\u7528\u4f18\u5316\u6a21\u578b\u6765\u6267\u884c\u4f18\u5316\uff0c\u8fd9\u91cc\u4f1a\u4f7f\u7528 VLM \u6765\u63d0\u4f9b\u53cd\u9988\u3002<\/section>\n<section><\/section>\n<section>\u7b97\u6cd5 1 \u5c55\u793a\u4e86\u4f7f\u7528 VLM \u53cd\u9988\u7684\u89c6\u9891\u751f\u6210\u548c\u4f18\u5316\u6a21\u578b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-064c2f97406034581ae5649837f7249e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-064c2f97406034581ae5649837f7249e.png\"><\/a><\/section>\n<section>\u7b97\u6cd5 2 \u5219\u7ed9\u51fa\u4e86\u5728\u63a8\u7406\u65f6\u95f4\u751f\u6210\u3001\u4f18\u5316\u548c\u9009\u62e9\u89c6\u9891\u89c4\u5212\uff08\u91cd\u65b0\u89c4\u5212\uff09\u7684\u65b9\u5f0f\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-2091595d0e55d22e289ad4ab66091ed1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-2091595d0e55d22e289ad4ab66091ed1.png\"><\/a><\/section>\n<section><strong>\u901a\u8fc7\u5728\u7ebf\u5fae\u8c03\u5b9e\u73b0\u81ea\u6211\u6539\u8fdb<\/strong><\/section>\n<section><\/section>\n<section>\u9664\u4e86\u4e0a\u9762\u63cf\u8ff0\u7684\u57fa\u4e8e\u81ea\u6211\u8c03\u8282\u4e00\u81f4\u6027\u7684\u89c6\u9891\u4f18\u5316\uff0c\u8be5\u56e2\u961f\u8fd8\u8fdb\u4e00\u6b65\u5c06\u89c6\u9891\u751f\u6210\u548c\u89c6\u9891\u7ec6\u5316\u7684\u7ec4\u5408\u63cf\u8ff0\u4e3a\u4e00\u79cd\u7b56\u7565\uff0c\u8be5\u7b56\u7565\u53ef\u4ee5\u901a\u8fc7\u5728\u7ebf\u4ea4\u4e92\u671f\u95f4\u4ece\u73af\u5883\u4e2d\u6536\u96c6\u7684\u989d\u5916\u771f\u5b9e\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\uff0c\u4ece\u800c\u5b9e\u73b0\u6539\u8fdb\u3002<\/section>\n<section><\/section>\n<section>\u6709\u591a\u79cd\u5f3a\u5316\u5b66\u4e60\u6280\u672f\u53ef\u4ee5\u6ee1\u8db3\u8fd9\u4e00\u9700\u6c42\uff0c\u7b97\u6cd5 3 \u63cf\u8ff0\u4e86\u5176\u7ec6\u8282\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-109e17c9938a0de02b8e5970d215481d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-109e17c9938a0de02b8e5970d215481d.png\"><\/a><\/section>\n<section><strong>\u5b9e\u9a8c<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u8bc4\u4f30 VideoAgent\uff0c\u8be5\u56e2\u961f\u8fdb\u884c\u4e86\u591a\u4e2a\u5b9e\u9a8c\uff0c\u5305\u62ec\u8be5\u6a21\u578b\u7684\u7aef\u5230\u7aef\u6210\u529f\u7387\u3001\u4e0d\u540c\u7ec4\u4ef6\u7684\u6548\u679c\u4ee5\u53ca\u80fd\u5426\u63d0\u5347\u771f\u5b9e\u673a\u5668\u4eba\u89c6\u9891\u7684\u8d28\u91cf\u3002<\/section>\n<section><\/section>\n<section><strong>\u6570\u636e\u96c6<\/strong><\/section>\n<section><\/section>\n<section>\u5b9e\u9a8c\u4e2d\uff0c\u8be5\u56e2\u961f\u8003\u8651\u4e86\u4e09\u4e2a\u6570\u636e\u96c6\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section><strong>Meta-World<\/strong>\uff1a11 \u4e2a\u673a\u5668\u4eba\u64cd\u4f5c\u4efb\u52a1\uff0c\u7531\u6a21\u62df\u7684 Sawyer \u673a\u5668\u81c2\u6267\u884c\uff0c\u89c6\u9891\u6f14\u793a\u662f\u4ece\u4e09\u4e2a\u4e0d\u540c\u7684\u6444\u50cf\u673a\u89d2\u5ea6\u62cd\u6444\u7684\u3002<\/section>\n<\/li>\n<li>\n<section><strong>iTHOR<\/strong>\uff1a\u4e00\u4e2a\u6a21\u62df\u7684 2D \u76ee\u6807\u5bfc\u822a\u57fa\u51c6\uff0c\u5176\u4e2d\u667a\u80fd\u4f53\u5728\u56db\u79cd\u623f\u95f4\u7c7b\u578b\u4e2d\u641c\u7d22\u6307\u5b9a\u7684\u76ee\u6807\u7269\u4f53\u3002<\/section>\n<\/li>\n<li>\n<section><strong>BridgeData V2<\/strong>\uff1a\u4e00\u4e2a\u771f\u5b9e\u7684\u673a\u5668\u4eba\u64cd\u4f5c\u6570\u636e\u96c6\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u7aef\u5230\u7aef\u4efb\u52a1\u6210\u529f\u7387<\/strong><\/section>\n<section><\/section>\n<section>\u5b9e\u9a8c\u8fc7\u7a0b\u5c31\u4e0d\u8fc7\u591a\u8d58\u8ff0\u4e86\uff0c\u76f4\u63a5\u6765\u770b\u7ed3\u679c\u3002<\/section>\n<section><\/section>\n<section>\u9996\u5148\uff0c\u8868 1 \u7ed9\u51fa\u4e86\u5728 Meta-World \u4e0a\u7684\u7aef\u5230\u7aef\u4efb\u52a1\u6210\u529f\u7387\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-59f86a425cf086e455de1ab40f844659.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-59f86a425cf086e455de1ab40f844659.png\"><\/a><\/section>\n<section>\u53ef\u4ee5\u770b\u5230\uff0c\u81ea\u6211\u8c03\u8282\u4e00\u81f4\u6027\u5df2\u7ecf\u80fd\u8ba9 VideoAgent \u7684\u603b\u4f53\u6210\u529f\u7387\u8d85\u8d8a\u57fa\u7ebf\uff0819.6% \u5230 22.3%\uff09\uff0c\u5176\u4e2d\u4e00\u4e9b\u4efb\u52a1\u66f4\u662f\u5927\u5e45\u63d0\u5347\uff0c\u6bd4\u5982\u5728\u5173\u95ed\u6c34\u9f99\u5934\uff08faucet-close\uff09\u4efb\u52a1\u4e0a\u7684\u6210\u529f\u7387\u4ece 12% \u731b\u589e\u81f3 46.7%\u3002<\/section>\n<section><\/section>\n<section>\u800c\u5982\u679c\u518d\u8fdb\u4e00\u6b65\u5f15\u5165\u5728\u7ebf\u5fae\u8c03\uff0c\u6210\u529f\u7387\u8fd8\u80fd\u8fdb\u4e00\u6b65\u63d0\u5347\uff0c\u5e76\u4e14\u591a\u8fed\u4ee3\u4e00\u6b21\u90fd\u4f1a\u591a\u4e00\u70b9\u63d0\u5347\u3002<\/section>\n<section><\/section>\n<section>\u5f15\u5165\u91cd\u65b0\u89c4\u5212\u540e\uff0cVideoAgent \u7684\u4f18\u52bf\u4ecd\u7136\u5b58\u5728\uff0c\u5e76\u4e14\u603b\u4f53\u4efb\u52a1\u6210\u529f\u7387\u8fbe\u5230\u4e86 50%\uff0c\u8fbe\u6210\u4e86\u8be5\u8bbe\u7f6e\u4e0b\u7684\u5f53\u524d\u6700\u4f73\u6c34\u5e73\u3002<\/section>\n<section><\/section>\n<section>\u8868 2 \u5c55\u793a\u4e86\u5728 iTHOR \u4e0a\u7684\u6210\u529f\u7387\uff0c\u53ef\u4ee5\u770b\u5230 VideoAgent \u540c\u6837\u5168\u9762\u4f18\u4e8e\u57fa\u7ebf AVDC\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-3822869e4890b32d78eccbd42c14321a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-3822869e4890b32d78eccbd42c14321a.png\"><\/a><\/section>\n<section><strong>\u7406\u89e3 VideoAgent \u4e0d\u540c\u7ec4\u4ef6\u7684\u6548\u679c<\/strong><\/section>\n<section><\/section>\n<section>\u8be5\u56e2\u961f\u4e5f\u901a\u8fc7\u5bf9\u6bd4\u7814\u7a76\u5206\u6790\u4e86 VideoAgent \u4e0d\u540c\u7ec4\u4ef6\u7684\u6548\u679c\uff0c\u5177\u4f53\u5305\u62ec (1) \u5411\u4f18\u5316\u6a21\u578b\u63d0\u4f9b\u4e0d\u540c\u7c7b\u578b\u7684\u53cd\u9988\uff0c(2) \u6539\u53d8\u4f18\u5316\u548c\u5728\u7ebf\u8fed\u4ee3\u7684\u6b21\u6570\uff0c(3) \u8c03\u6574 VLM \u53cd\u9988\u7684\u8d28\u91cf\u3002<\/section>\n<section><\/section>\n<section>\u8868 3 \u5c55\u793a\u4e86\u4e0d\u540c VLM \u53cd\u9988\u7684\u6548\u679c\uff08\u57fa\u4e8e Meta-World\uff09\u3002\u53ef\u4ee5\u770b\u5230\uff0c\u4e0d\u7ba1\u662f\u4e8c\u5143\u53cd\u9988\u8fd8\u662f\u63cf\u8ff0\u6027\u53cd\u9988\uff0c\u90fd\u6bd4\u6ca1\u6709\u53cd\u9988\u597d\uff0c\u66f4\u6bd4\u57fa\u7ebf AVDC \u597d\u5f97\u591a\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-09d504560512b73e1cb4c2c21db4f910.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-09d504560512b73e1cb4c2c21db4f910.png\"><\/a><\/section>\n<section>\u56fe 3 \u548c 4 \u5206\u522b\u5c55\u793a\u4e86\u4f18\u5316\u548c\u5728\u7ebf\u8fed\u4ee3\u7684\u6b21\u6570\u7684\u5f71\u54cd\u3002\u6574\u4f53\u6765\u770b\uff0c\u589e\u591a\u8fed\u4ee3\u6b21\u6570\u6709\u52a9\u4e8e\u63d0\u5347\u6a21\u578b\uff0c\u5e76\u4e14\u6548\u679c\u5f88\u663e\u8457\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-2a1590321e566543d0c03ef338f6b663.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-2a1590321e566543d0c03ef338f6b663.png\"><\/a><\/section>\n<section>\u7531\u4e8e\u8fd9\u9879\u7814\u7a76\u662f\u9996\u6279\u5229\u7528 VLM \u4e3a\u89c6\u9891\u751f\u6210\u63d0\u4f9b\u53cd\u9988\u7684\u7814\u7a76\u4e4b\u4e00\uff0c\u56e0\u6b64\u4e00\u4e2a\u91cd\u8981\u7684\u7814\u7a76\u8bfe\u9898\u662f\uff1a\u4e86\u89e3 VLM \u662f\u5426\u771f\u7684\u53ef\u4ee5\u4e3a\u89c6\u9891\u751f\u6210\u63d0\u4f9b\u8db3\u591f\u51c6\u786e\u7684\u53cd\u9988\u3002<\/section>\n<section><\/section>\n<section>\u8868 4 \u7ed9\u51fa\u4e86 VLM \u53cd\u9988\u7684\u5404\u9879\u6027\u80fd\u6307\u6807\uff0c\u8fd9\u91cc\u4f7f\u7528\u4e86\u4eba\u5de5\u6807\u6ce8\u4f5c\u4e3a ground truth \u6765\u8fdb\u884c\u8bc4\u4f30\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-bd4cfa0ba38e2a77dd10cec34ec2fa33.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/10\/frc-bd4cfa0ba38e2a77dd10cec34ec2fa33.png\"><\/a><\/section>\n<section>\u53ef\u4ee5\u770b\u5230\uff0c\u539f\u59cb\u63d0\u793a\u8bcd\uff08Unweighted\uff09\u7684\u51c6\u786e\u5ea6\u662f 69%\uff0c\u8fd9\u8bf4\u660e VLM \u8db3\u4ee5\u8bc4\u4ef7\u751f\u6210\u7684\u89c6\u9891\u3002\u800c\u901a\u8fc7\u91cd\u65b0\u52a0\u6743\u6765\u60e9\u7f5a\u5047\u6b63\u4f8b\uff08Weighted\uff09\u8fd8\u80fd\u5927\u5e45\u63d0\u5347\u5176\u51c6\u786e\u5ea6\u3002\u53e6\u5916\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u4ece\u63d0\u793a\u8bcd\u4e2d\u79fb\u9664\u7b2c\u4e09\u4e2a\u6444\u50cf\u5934\u751a\u81f3\u8fd8\u80fd\u83b7\u5f97\u66f4\u9ad8\u7684\u51c6\u786e\u5ea6\uff0c\u8fd9\u8bf4\u660e VLM 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